https://github.com/seankwarren/water-quality-analysis

An examination of water quality in the Atlanta watershed with a focus on identifying neglected areas and potential strategies for improving water quality monitoring
https://github.com/seankwarren/water-quality-analysis

analytics data-analysis jupyter-notebook python

Last synced: 22 days ago
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An examination of water quality in the Atlanta watershed with a focus on identifying neglected areas and potential strategies for improving water quality monitoring

• Host: GitHub
• URL: https://github.com/seankwarren/water-quality-analysis
• Owner: seankwarren
• Created: 2022-11-03T22:02:01.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2023-02-10T21:56:55.000Z (almost 2 years ago)
• Last Synced: 2024-10-27T16:34:15.335Z (2 months ago)
• Topics: analytics, data-analysis, jupyter-notebook, python
• Language: Jupyter Notebook
• Homepage:
• Size: 22.4 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

Awesome Lists containing this project

README

        
# Proctor Creek Water Quality Analysis 

## with the West Atlanta Water Alliance

![poster](Poster.jpg)

-----

Contents:

	data/

		Rivers_Streams_Atlanta_Region.shp	#Atlanta Regional Commission data containing geospatial waterway information

		Rivers_Streams_Atlanta_Region.cpg

		Rivers_Streams_Atlanta_Region.dbf

		Rivers_Streams_Atlanta_Region.prg

		Rivers_Streams_Atlanta_Region.shx

	DataSelectionTotalColiform.ipynb		#Jupyter Python notebook that exports total coliform water data

	DataSelectionEColi.ipynb			#Jupyter Python notebook that exports e coli water data

	1D_analysis.ipynb				#Jupyter Python notebook that conducts preliminary one dimensional analysis

	AnalysisModel.ipynb				#Jupyter Python notebook that conducts detailed feature analysis

	

To re-run the Proctor Creek Water Quality Analysis, run each Jupyter Python Notebook individually in the following order:

	
 1) DataSelectionTotalColiform.ipynb

	
 2) DataSelectionEColi.ipynb

	
 3) 1D_analysis.ipynb

	
 4) AnalysisModel.ipynb

*Note: Some libraries used in the analysis may not be currently installed. The geopandas, plotly, and pingouin libraries are not common in base python library collections. If errors are encountered begin troubleshooting by running a !pip install command for libraries causing errors